Matias Quintana

37 papers Misc 2Journal 17Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	How realistic are synthetic energy data? Feature-based evaluation of generated smart meter load profiles. BuildSys Nazar Demir, Talia Qaiser, Ada Canaydin, Chun Fu, Matias Quintana, Clayton Miller, Hussain Kazmi
2025	J	`jnl`	It is not always greener on the other side: Greenery perception across demographics and personalities in multiple cities. CoRR Matias Quintana, Fangqi Liu, Jussi Torkko, Youlong Gu, Xiucheng Liang, Yujun Hou, Koichi Ito, Yihan Zhu, Mahmoud Abdelrahman, Tuuli Toivonen, Yi Lu, Filip Biljecki
2025	J	`jnl`	It's not you, it's me - Global urban visual perception varies across demographics and personalities. CoRR Matias Quintana, Youlong Gu, Xiucheng Liang, Yujun Hou, Koichi Ito, Yihan Zhu, Mahmoud Abdelrahman, Filip Biljecki
2025	J	`jnl`	Make yourself comfortable: Nudging urban heat and noise mitigation with smartwatch-based Just-in-time Adaptive Interventions (JITAI). CoRR Clayton Miller, Yun Xuan Chua, Matias Quintana, Binyu Lei, Filip Biljecki, Mario Frei
2025	J	`jnl`	ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science. Comput. Environ. Urban Syst. Koichi Ito, Yihan Zhu, Mahmoud Abdelrahman, Xiucheng Liang, Zicheng Fan, Yujun Hou, Tianhong Zhao, Rui Ma, Kunihiko Fujiwara, Jiani Ouyang, Matias Quintana, Filip Biljecki
2024	J	`jnl`	Creating synthetic energy meter data using conditional diffusion and building metadata. CoRR Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller
2024	—	`conf`	My street is better than your street: Towards data-driven urban planning with visual perception. BuildSys Matias Quintana, Youlong Gu, Filip Biljecki
2024	J	`jnl`	Recommender systems and reinforcement learning for building control and occupant interaction: A text-mining driven review of scientific literature. CoRR Wenhao Zhang, Matias Quintana, Clayton Miller
2024	J	`jnl`	Translating street view imagery to correct perspectives to enhance bikeability and walkability studies. Int. J. Geogr. Inf. Sci. Koichi Ito, Matias Quintana, Xianjing Han, Roger Zimmermann, Filip Biljecki
2024	J	`jnl`	What is a Digital Twin Anyway? Deriving the Definition for the Built Environment from over 15,000 Scientific Publications. CoRR Mahmoud Abdelrahman, Edgardo Macatulad, Binyu Lei, Matias Quintana, Clayton Miller, Filip Biljecki
2024	J	`jnl`	ZenSVI: An Open-Source Software for the Integrated Acquisition, Processing and Analysis of Street View Imagery Towards Scalable Urban Science. CoRR Koichi Ito, Yihan Zhu, Mahmoud Abdelrahman, Xiucheng Liang, Zicheng Fan, Yujun Hou, Tianhong Zhao, Rui Ma, Kunihiko Fujiwara, Jiani Ouyang, Matias Quintana, Filip Biljecki
2023	—	`conf`	Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model. BuildSys Chun Fu, Hussain Kazmi, Matias Quintana, Clayton Miller
2023	J	`jnl`	Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation. CoRR Chun Fu, Matias Quintana, Zoltán Nagy, Clayton Miller
2023	—	`conf`	From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven Operation. BuildSys Martín Mosteiro-Romero, Matias Quintana, Clayton Miller, Rudi Stouffs
2023	—	`conf`	Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics. BuildSys Clayton Miller, Matias Quintana, Mario Frei, Yun Xuan Chua, Chun Fu, Bianca Picchetti, Winston Yap, Adrian Chong, Filip Biljecki
2023	J	`jnl`	Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight. CoRR Antonio Liguori, Matias Quintana, Chun Fu, Clayton Miller, Jérôme Frisch, Christoph van Treeck
2023	J	`jnl`	Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces. CoRR Kristi Maisha, Mario Frei, Matias Quintana, Yun Xuan Chua, Rishee Jain, Clayton Miller
2022	J	`jnl`	ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles. CoRR Matias Quintana, Till Stoeckmann, June Young Park, Marian Turowski, Veit Hagenmeyer, Clayton Miller
2022	J	`jnl`	Cohort comfort models - Using occupants' similarity to predict personal thermal preference with less data. CoRR Matias Quintana, Stefano Schiavon, Federico Tartarini, Joyce Kim, Clayton Miller
2022	—	`conf`	ComfortLearn: enabling agent-based occupant-centric building controls. BuildSys Matias Quintana, Zoltán Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller
2022	—	`conf`	From model-centric to data-centric: a practical MPC implementation framework for buildings. BuildSys Sicheng Zhan, Matias Quintana, Clayton Miller, Adrian Chong
2022	Misc	`conf`	Green Mark Certified Buildings Metadata from Singapore: Dataset. SenSys Yi Ting Teo, Matias Quintana, Muhammad Zikry Bin Sabarudin, Charlene Tan, Adrian Chong, Clayton Miller
2022	J	`jnl`	Smartwatch-based ecological momentary assessments for occupant wellness and privacy in buildings. CoRR Clayton Miller, Renee Christensen, Jin Kai Leong, Mahmoud Abdelrahman, Federico Tartarini, Matias Quintana, Andre Matthias Müller, Mario Frei
2022	—	`conf`	Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupants. BuildSys Clayton Miller, Yun Xuan Chua, Mario Frei, Matias Quintana
2021	—	`conf`	Cohort-based personal comfort models for HVAC occupant-centric control. BuildSys Matias Quintana
2021	Misc	`conf`	Longitudinal personal thermal comfort preference data in the wild. SenSys Matias Quintana, Mahmoud Abdelrahman, Mario Frei, Federico Tartarini, Clayton Miller
2021	—	`conf`	The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM). BuildSys Zoltán Nagy, June Young Park, Ján Drgona, Matias Quintana
2020	—	`conf`	Balancing thermal comfort datasets: We GAN, but should we? BuildSys Matias Quintana, Stefano Schiavon, Kwok Wai Tham, Clayton Miller
2020	J	`jnl`	Balancing thermal comfort datasets: We GAN, but should we? CoRR Matias Quintana, Stefano Schiavon, Kwok Wai Tham, Clayton Miller
2020	J	`jnl`	Humans-as-a-sensor for buildings: Intensive longitudinal indoor comfort models. CoRR Prageeth Jayathissa, Matias Quintana, Mahmoud Abdelrahman, Clayton Miller
2019	—	`conf`	Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors. DATA@SenSys Sirajum Munir, Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Mario Bergés
2019	—	`conf`	Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. DATA@SenSys Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergés
2019	—	`conf`	OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. BuildSys Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergés
2019	—	`conf`	Towards Class-Balancing Human Comfort Datasets with GANs. BuildSys Matias Quintana, Clayton Miller
2017	—	`conf`	Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. BuildSys Matias Quintana, Henning Lange, Mario Bergés
2017	—	`conf`	FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms. BuildSys Sirajum Munir, Le Tran, Jonathan Francis, Charles Shelton, Ripudaman Singh Arora, Craig Hesling, Matias Quintana, Anand Krishnan Prakash, Anthony Rowe, Mario Berges
2015	—	`conf`	A comparison of digital modelling techniques analyzing a section of Qhapaq Ñan. DigitalHERITAGE (1) Saúl Retamozo, Diego Arce, Rafael Aguilar, Fernando Zvietcovich, Matias Quintana, Benjamín Castañeda, Sergio Ángeles